The invention provides a
medical record data intelligent acquisition method and
system based on a smart hospital, and the method comprises the following steps: firstly, collecting
medical record related multi-
source data in the hospital, including basic information of a patient, symptom description, an inspection result and a diagnosis conclusion; and then the data are preprocessed, and
data quality evaluation is performed by using an improved
Bayesian filtering method, so that a reliable
medical record data state can be obtained. And then, inputting the reliable medical
record data state into an intelligent classification model trained by considering department categories and
disease types, and performing classification to obtain predicted
disease categories and corresponding departments. And finally, inputting a prediction result into an acquisition optimization function considering
disease characteristics and
data association to obtain a
data acquisition priority, and generating an acquisition instruction according to the priority to realize intelligent acquisition of medical
record data. According to the invention, the accuracy and efficiency of medical
record data acquisition can be improved, the configuration of medical resources is optimized, and the diagnosis and
treatment quality and
management level of hospitals are improved.